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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os05g0556800

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Protein of unknown function DUF250 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 3.01 (0.0169) R2 : 1.67e-07
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00031 (0.0355) R2dN8 : 2.15e-07 R2N8 : 1.67e-07
σ : 0.318
deviance : 46.34
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, response mode = > th, dose dependency = dose independent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
38.25 0.288 3.01 -0.0537 0.0754 1.01 0.21 -2.65 0.00776 12.7 1015 10 -- --
41.91 0.304 3.01 -0.0927 0.0692 0.945 0.419 -- 0.000402 13.3 1015 39 -- --
38.37 0.291 3.01 -0.0453 0.0816 1.01 -- -2.77 0.00841 11.1 1015 13 -- --
42.51 0.306 3.01 -0.0793 0.0811 0.949 -- -- 0.00194 11 1015 13 -- --
38.78 0.292 3.01 -0.0472 -- 0.968 -- -2.76 0.00729 -- 1015 21 -- --
45.35 0.316 3.01 -0.0928 0.03 -- 0.455 -- -0.0113 14.3 -- -- -- --
46.01 0.318 3.01 -0.0806 0.0509 -- -- -- -0.00915 10.5 -- -- -- --
42.67 0.304 3.01 -0.0703 -- 0.894 -- -- 0.00259 -- 1014 42 -- --
42.67 0.306 3.01 -- 0.0818 0.95 -- -- 0.0108 11.1 1015 24 -- --
46.17 0.317 3.01 -0.0815 -- -- -- -- -0.00935 -- -- -- -- --
46.18 0.318 3.01 -- 0.0515 -- -- -- -0.00017 10.6 -- -- -- --
42.78 0.305 3.01 -- -- 0.912 -- -- 0.0125 -- 1014 40 -- --
46.34 0.318 3.01 -- -- -- -- -- -0.00031 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 38.00 atmosphere 1015 10 < th dose independent sin 10 NA
5 38.00 atmosphere 1015 10 < th dose independent sin 22 NA
25 38.07 temperature 20 720 < th dose independent rect. 17 1
48 38.23 atmosphere 1015 720 > th dose dependent rect. 3 21
49 38.24 atmosphere 1015 720 > th dose independent sin 22 NA
52 38.25 atmosphere 1015 10 > th dose independent sin 7 NA
148 38.25 atmosphere 1015 10 > th dose independent no NA NA
152 38.25 atmosphere 1015 10 < th dose independent no NA NA
156 38.25 atmosphere 1015 270 > th dose independent rect. 20 1
163 38.25 atmosphere 1015 10 > th dose independent rect. 23 1